Vipul Maheshwari - LanceDB Blog

Geospatial Restaurant Recommendation System

💡This is a community blog by Vipul Maheshwari In 2024, I did spend significant amount of time playing with RAG and Vector Database. Typically, LanceDB

7 min read

Python Package to convert image datasets to lance type

💡This is community post by Vipul Maheshwari A few months ago, I wrote two articles on how the Lance format can supercharge your machine-learning workflows.

community 5 min read

Multi document agentic RAG: A walkthrough

💡This is a community post by Vipul Maheshwari Agentic RAG (Retrieval-Augmented Generation) brings a notable improvement in how information is managed. While traditional RAG systems

community 9 min read

Zero shot image classification with vector search

💡This is community post by Vipul Maheshwari This post covers the concept of zero-shot image classification with an example. It is the process where a

community 7 min read

Movie recommendation system using Doc2Vec and genre classification

This is a LanceDB community blog post written by "Vipul Maheshwari". This article provides a comprehensive guide on creating a movie recommendation system

community 9 min read

Convert any Image dataset to Lance

In our previous article, we explored the remarkable capabilities of the Lance format, a modern, columnar data storage solution designed to revolutionize the way we

community 7 min read

Effortlessly Loading and Processing Images with Lance: A Code Walkthrough

Working with large image datasets in machine learning can be challenging, often requiring significant computational resources and efficient data-handling techniques. While widely used for image

Blog 5 min read

Create LLM apps using RAG

If you're considering making a personalized bot for your documents or website that responds to you, you're in the right spot. I'm here to help you create a bot using Langchain and RAG strategies for this purpose.

Blog 18 min read

GTA5 Multimodal RAG application

Artificial Intelligence (AI) has been actively working with text for quite some time, but the world isn't solely centered around words. If you take a moment to look around, you'll find a mix of text, images, videos, audio, and their combinations.

Blog 11 min read